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Comparing AI Models for Coding Tasks
May 30, 2025
Epic Coding Gauntlet: AI Models Comparison
Overview
Testing AI models: Deepseek, Claude 4 Opus, Chat GPT-03, Gemini 2.5 Pro.
Objective: Determine which AI model performs best in coding tasks.
New update: Deepseek R1 0528.
Prompts available at AI Success Lab.
First Task: AI-powered SEO Therapy Chatbot
Models Tested
: Claude Opus 4, Chat GPT-03, Gemini 2.5 Pro, Deepseek.
Observations
:
Gemini 2.5 Pro
: Fastest in initial output, responsive but outputs were basic.
Claude 4 Opus
: Engaging responses, slightly irrelevant to the questions asked.
Chat GPT-03
: Encountered errors, non-functional.
Deepseek
: Slow, output in Python, UI was good but backend performance lacking.
Verdict
: Gemini 2.5 Pro wins the round due to relevant responses.
Second Task: Schema Shogun Puzzle Game
Models Tested
: Claude, Chat GPT-03, Gemini 2.5 Pro, Deepseek.
Observations
:
Claude
: Best output, playable game with interactivity.
Chat GPT-03
: Encountered bugs, failed to deliver.
Gemini 2.5 Pro
: Basic output, not a samurai-themed game.
Deepseek
: Slow process, unable to deliver efficiently.
Verdict
: Claude Opus had the best game functionality.
Dopamine Space Invaders Task
Models Tested
: Claude, Chat GPT-03, Gemini 2.5 Pro, Deepseek.
Observations
:
Chat GPT-03
: Delivered a functional game, but basic in nature.
Gemini
: Retro feel, sound effects, well-received.
Claude
: Good interactivity, better effects, superior game play.
Deepseek
: Lagging issues, less functional.
Verdict
: Claude favored for better game play and interactivity.
Final Summary
Overall Winner
: Claude 4 Opus for consistent quality.
Runner-Up
: Gemini 2.5 Pro for speed and basic functionality.
Deepseek
: Solid third place, great UI but functional issues.
Chat GPT-03
: Failed most tests, only functional in last task.
Additional Resources
Access prompts and notes on the AI Profit Boardroom.
Opportunities for coaching, community access, and Q&A.
Automation strategy sessions available for business integration.
Conclusion
Claude Opus provides superior outputs overall.
Gemini excels in speed and basic coding.
Deepseek offers a free solution but with notable limitations.
For detailed learning, join AI Success Lab and AI Profit Boardroom.
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